Complete Guide to Python Multithreading and Multiprocessing

سرفصل های دوره

Parallel Programming in Python: Mastering Threading & Processing for Efficient Concurrency

1 - Getting Started with Python

1 - Introduction to Python paralleling

2 - Installing Python and Setting Up Your Environment

3 - How to Install Python 3 and Use Virtual Environments venv on Windows Article.html

4 - How to Install Python 3 and Use Virtual Environments venv on linux Article.html

5 - How to Install Python 3 and Use Virtual Environments venv on Mac Article.html

6 - Installing Pycharm Article.html

2 - Python Programming Foundations

7 - Functions in Python Definition and Usage

7 - python-functions.zip

8 - Modules and Packages Organizing Code

8 - import-statements.zip

9 - Understanding Python Classes and Objects

9 - python-classes.zip

3 - Introduction to Concurrency in Python

10 - Understanding Concurrency Threads vs Processes

11 - Threads in Python and the Global Interpreter Lock GIL

4 - Basics of Threading in Python

12 - Creating Your First Thread Presentation

13 - Creating Your First Thread Code

13 - first-thread.zip

14 - Joining Threads Understanding join Presentation

15 - Joining Threads Understanding join Code

15 - join-thread.zip

16 - Daemon Threads Background Execution Presentation

17 - Daemon Threads Background Execution Code

17 - deamon-threads.zip

5 - Advanced Threading Techniques

18 - Thread Synchronization Using Locks Presentation

19 - Thread Synchronization Using Locks Code

19 - lock.zip

20 - Deadlocks Identification and Prevention Presentation

21 - Deadlocks Identification and Prevention Code

21 - deadlock.zip

22 - Condition Variables and Wait Groups Presentation

23 - Condition Variables and Wait Groups Code

23 - condition-variables.zip

24 - Using Barriers in Threading Presentation

25 - Using Barriers in Threading Code

25 - barrier.zip

6 - Introduction to Multiprocessing in Python

26 - Understanding Processes in Python Presentation

27 - Understanding Processes in Python Code

27 - create-process.zip

28 - Creating and Managing Processes Presentation

29 - Creating and Managing Processes Code

29 - creating-and-managing-processess.zip

30 - Memory Sharing Between Processes Presentation

31 - Memory Sharing Between Processes Value Code

31 - memory-sharing-value.zip

32 - Memory Sharing Between Processes Array Code

32 - memory-sharing-array.zip

33 - Communication Between Processes Pipes and Queues Presentation

34 - Communication Between Processes Pipes and Queues Code Part 1

34 - pipe-example.zip

35 - Communication Between Processes Pipes and Queues Code Part 2

35 - queue-example.zip

7 - Practical Applications of Threading and Multiprocessing

36 - File Searching with Threads and Processes Presentation

37 - File Searching with Threads and Processes Code

37 - file-searching.zip

38 - Matrix Multiplication Comparing Single and Multithreaded Presentation

8 - Pooling Techniques in Python

39 - Using ThreadPoolExecutor and ProcessPoolExecutor Presentation

40 - Using ThreadPoolExecutor and ProcessPoolExecutor Code

41 - Realworld Applications of Pools Presentation

42 - Realworld Applications of Pools Code

42 - image-resize.zip

43 - Debugging Multithreaded and Multiprocess Applications Presentation

44 - Debugging Multithreaded and Multiprocess Applications Code

45 - Extra Content Creating Logger class using logging library Code

45 - logger.zip

9 - Course Conclusion and Next Steps

46 - Review and Key Takeaways

47 - Additional Resources for Advanced Learning.html

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تولید کننده: Udemy